ryanhsin98 Goto Github PK

🌱 Acdemic：

• GPA 4.2 / 4.3.
• Developed the data science through Machine Learning, Artificial Intelligence, Optimization Theory, Python Programming courses and so on.
• Collaborated with the professor the research such as web crawler and face recognition.
• Developed the business management skills through Technology Management, Marketing management courses and so on.

🌱 Intern/Project：

• Data science intern (MTRDP), TSMC
  • Developed and deployed a prediction model to solve the production inefficiency though XGBoost and PSO algorithm, reducing 8% downtime of the tool and improving accuracy of existing model by 32%.
  • Collaborated with 3 production line engineers and IT manager to apply the domain knowledge in the feature engineering and enhance the feasibility of the project. The result was endorsed by the supervisor.
• Data analysis project member, Kdan Software
  • Extracted textual features of e-mail titles to develop a machine learning model (SVM) with 81% accuracy for predicting the effectiveness of emails to improve the performance of e-mail marketing.
• Data analyst intern, KGI Bank
  • Constructed a customer clustering model and implement web crawling to gain public opinion to increase sales performance over the same period.
  • Cooperated with other departments to implement successfully the solution in Q4.
• 1st place, Machine Learning Competition
  • Predict the survival of Titanic passengers.
  • Private Leaderboard 1st place in Tsing hua University's Machine Learning Competition.

🌱 Activities：

• Project Member, Google Developers Student Club (2022.03 - Present)
• Co-founder, Data Analysis Club in NCKU (2021.09 - Present)
• Co-founder, Business Research Club in NTHU (2019.06 - 2020.06)
• Vice President in Local Committee, AIESEC in Taiwan (2017.12 - 2019.01)

• Email：[email protected]
• LinedIN：https://www.linkedin.com/in/ryan-hsin-3368ba164/